Object Detection#

Quick Start#

Quick Start on a Tiny COCO Format Dataset

How to train high quality object detection model with MultiModalPredictor in under 5 minutes on COCO format dataset.

Quick Start on Open Voccabulary Detection

How to use a foundation model in object detection to detect novel classes defined by an unbounded (open) vocabulary.

Data Preparation#

Prepare COCO2017 Dataset

How to prepare COCO2017 dataset for object detection.

Prepare Pascal VOC Dataset

How to prepare Pascal VOC dataset for object detection.

Prepare Watercolor Dataset

How to prepare Watercolor dataset for object detection.

Convert VOC Format Dataset to COCO Format

How to convert a dataset from VOC format to COCO format for object detection.

Object Detection with DataFrame

How to use pd.DataFrame format for object detection

Advanced#

Finetune on COCO Format Dataset with Customized Settings

How to customize high quality object detection model with MultiModalPredictor on COCO format dataset in under 5 minutes.